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Tasks & projects48k · #3840

planning-with-files

Uses markdown files as persistent memory. Allows the agent to work continuously and recall saved information.

What it does

This tool helps organize complex tasks by saving important information into text files. It acts like an external memory for the AI, ensuring nothing gets forgotten.

When to use it

  • ✓When starting a large project with multiple steps.
  • ✓When you need to research and save important discoveries.
  • ✓To track the progress of a long task.

Example of what to ask your AI

“I need to organize a website development project. Please create the necessary planning files.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/planning-with-files/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/planning-with-files/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

The AI creates files like 'task_plan.md', 'findings.md', and 'progress.md' in your project folder. It uses these files to remember the plan, what has been discovered, and what has been done.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add sickn33/agentic-awesome-skills --skill planning-with-files

Or download just the file:

curl -L https://raw.githubusercontent.com/sickn33/agentic-awesome-skills/main/plugins/agentic-awesome-skills-claude/skills/planning-with-files/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

Planning with Files

Work like Manus: Use persistent markdown files as your "working memory on disk."

Important: Where Files Go

When using this skill:

  • Templates are stored in the skill directory at ${CLAUDE_PLUGIN_ROOT}/templates/
  • Your planning files (task_plan.md, findings.md, progress.md) should be created in your project directory — the folder where you're working
Location What Goes There
Skill directory (${CLAUDE_PLUGIN_ROOT}/) Templates, scripts, reference docs
Your project directory task_plan.md, findings.md, progress.md

This ensures your planning files live alongside your code, not buried in the skill installation folder.

Quick Start

Before ANY complex task:

  1. Create task_plan.md in your project — Use templates/task_plan.md as reference
  2. Create findings.md in your project — Use templates/findings.md as reference
  3. Create progress.md in your project — Use templates/progress.md as reference
  4. Re-read plan before decisions — Refreshes goals in attention window
  5. Update after each phase — Mark complete, log errors

Note: All three planning files should be created in your current working directory (your project root), not in the skill's installation folder.

The Core Pattern

Context Window = RAM (volatile, limited)
Filesystem = Disk (persistent, unlimited)

→ Anything important gets written to disk.

File Purposes

File Purpose When to Update
task_plan.md Phases, progress, decisions After each phase
findings.md Research, discoveries After ANY discovery
progress.md Session log, test results Throughout session

Critical Rules

1. Create Plan First

Never start a complex task without task_plan.md. Non-negotiable.

2. The 2-Action Rule

"After every 2 view/browser/search operations, IMMEDIATELY save key findings to text files."

This prevents visual/multimodal information from being lost.

3. Read Before Decide

Before major decisions, read the plan file. This keeps goals in your attention window.

4. Update After Act

After completing any phase:

  • Mark phase status: in_progress → complete
  • Log any errors encountered
  • Note files created/modified

5. Log ALL Errors

Every error goes in the plan file. This builds knowledge and prevents repetition.

## Errors Encountered
| Error | Attempt | Resolution |
|-------|---------|------------|
| FileNotFoundError | 1 | Created default config |
| API timeout | 2 | Added retry logic |

6. Never Repeat Failures

if action_failed:
    next_action != same_action

Track what you tried. Mutate the approach.

The 3-Strike Error Protocol

ATTEMPT 1: Diagnose & Fix
  → Read error carefully
  → Identify root cause
  → Apply targeted fix

ATTEMPT 2: Alternative Approach
  → Same error? Try different method
  → Different tool? Different library?
  → NEVER repeat exact same failing action

ATTEMPT 3: Broader Rethink
  → Question assumptions
  → Search for solutions
  → Consider updating the plan

AFTER 3 FAILURES: Escalate to User
  → Explain what you tried
  → Share the specific error
  → Ask for guidance

Read vs Write Decision Matrix

Situation Action Reason
Just wrote a file DON'T read Content still in context
Viewed image/PDF Write findings NOW Multimodal → text before lost
Browser returned data Write to file Screenshots don't persist
Starting new phase Read plan/findings Re-orient if context stale
Error occurred Read relevant file Need current state to fix
Resuming after gap Read all planning files Recover state

The 5-Question Reboot Test

If you can answer these, your context management is solid:

Question Answer Source
Where am I? Current phase in task_plan.md
Where am I going? Remaining phases
What's the goal? Goal statement in plan
What have I learned? findings.md
What have I done? progress.md

When to Use This Pattern

Use for:

  • Multi-step tasks (3+ steps)
  • Research tasks
  • Building/creating projects
  • Tasks spanning many tool calls
  • Anything requiring organization

Skip for:

  • Simple questions
  • Single-file edits
  • Quick lookups

Templates

…

FAQ

Where are these files created?

The planning files are created in your project folder, where you are working, not inside the tool's own folder.

Why use files instead of just asking the AI to remember?

Files provide permanent, unlimited memory, whereas the AI's 'memory' (context window) is limited and temporary. This prevents important information from being lost.

What happens if the AI makes a mistake?

The AI should log all errors in the planning files to learn and avoid repeating the same mistake. If an error persists after a few attempts, it will ask for your help.

Details

Original description by the author

Work like Manus: Use persistent markdown files as your \"working memory on disk.\

repo: sickn33/agentic-awesome-skills

Popularity

GitHub stars
48k
Ranking position
#3840
License
MIT
Updated
10/15/2026

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